AMRとAGV用フリート管理ソフトウェア市場規模、シェア、動向、2032年までの世界予測

AMRとAGV用フリート管理ソフトウェア市場 – AGV & AMR (クラウドおよびオンプレミスのフリート管理プラットフォーム)、AMR (ピッキング、仕分け、輸送、共同作業)、AGV (牽引、タガー、ユニットロード、パレットトラック、組立ライン)、プラットフォーム (単一、複数ベンダー、混合ロボットフリート管理) – 2032年までの世界予測

世界のAMRとAGV用フリート管理ソフトウェア市場は、様々な物流・製造施設におけるモバイルロボットの導入増加を背景に、2025年の15億8,000万米ドルから2032年には52億3,000万米ドルに達し、年平均成長率（CAGR）18.7%で成長すると予測されています。企業は、スループットの向上と運用遅延の削減を目指してロボットフリートを拡張しており、ルーティング、交通管制、タスク割り当て、充電、安全コンプライアンスを管理する集中型プラットフォームの需要が高まっています。WMS、MES、ERPシステムとの統合により、ロボットフリートとより広範なサプライチェーンワークフローとのシームレスな連携が可能になり、AI、クラウドコンピューティング、IoTデータストリームは予知保全とリアルタイム最適化を強化します。組織が効率性、精度、スケーラブルな自動化に注力する中、フリート管理ソフトウェアは、継続的なパフォーマンス向上と長期的なロボット計画を支援する中核的な運用ツールになりつつあります。

調査対象範囲

AMRとAGV用フリート管理ソフトウェア市場に関する本レポートは、プラットフォームタイプ、フリートタイプ、提供サービス、アプリケーション、組織規模、業界、地域別にセグメント化された包括的な分析を提供しています。提供サービス別には、AMR/AGVフリート管理ソフトウェア市場はソフトウェアとサービスに分類されています。プラットフォームタイプ別には、単一ベンダーのフリートプラットフォームと複数ベンダーのフリートプラットフォームが含まれます。フリートタイプ別には、自律移動ロボット（AMR）、無人搬送車（AGV）、そして複数のロボットを組み合わせたハイブリッドフリートが含まれます。アプリケーション別には、イントラロジスティクスおよび資材輸送管理、受注処理およびピッキング業務、梱包、パレタイジングおよびラインフィーディング、クロスドッキングおよびドック間搬送、仕分けおよび割当管理、フリート調整およびゾーン管理に分類されています。組織規模別には、大企業と中小企業が含まれます。業界別に見ると、市場には自動車、電子商取引および小売、化学、半導体および電子機器、食品および飲料、ヘルスケア、航空、物流および3PL、金属および重機、パルプおよび製紙などのその他の業界が含まれます。
地域分析は、北米、ヨーロッパ、アジア太平洋、そしてその他の地域を網羅しています。このセグメンテーションは、世界のAMR/AGVフリート管理ソフトウェア市場を形成する成長機会、導入パターン、そして技術開発の詳細な評価をサポートします。

レポートを購入する理由

本レポートは、市場全体およびサブセグメントの収益数値の近似値に関する情報を提供し、市場のリーダー企業および新規参入企業にとって役立ちます。本レポートは、関係者が競争環境を理解し、ビジネスポジショニングを改善し、適切な市場開拓戦略を策定するための洞察を深めるのに役立ちます。また、AMRとAGV用フリート管理ソフトウェア市場の動向を把握し、主要な市場促進要因、制約要因、課題、機会に関する情報を提供するのにも役立ちます。

本レポートを購入する主なメリット

AMRとAGV用フリート管理ソフトウェア市場の成長に影響を与える主要な推進要因（AMRおよびAGVの急速な導入に支えられた倉庫および工場の自動化導入の増加、集中型フリートオーケストレーションの需要増加、予知保全と自律的な意思決定を強化するAI、クラウドプラットフォーム、IoTデータパイプラインの統合拡大）、制約要因（既存のWMS、MES、ERP、OTシステムとのフリートソフトウェア統合の複雑さ）、機会（協調とリアルタイム制御のための統合型かつベンダー中立的なフリートプラットフォームを必要とするマルチベンダーロボットフリートへの移行の増加、サブスクリプションベースおよびクラウド管理のフリートソフトウェアプラットフォームの需要を促進するRobotics as a Service（RaaS）モデルへの移行の増加）、課題（異なるベンダーのロボット間での通信プロトコルの標準化の難しさ）の分析。

• 製品開発／イノベーション：AMRとAGV用フリート管理ソフトウェア市場における今後の技術、研究開発活動、新製品投入に関する詳細な洞察。
• 市場開発：有望な市場に関する包括的な情報 ― 本レポートでは、AMR/AGVフリート管理ソフトウェア市場を様々な地域にわたって分析しています。
• 市場の多様化：AMRとAGV用フリート管理ソフトウェア市場における新製品／サービス、未開拓地域、最近の動向、投資に関する包括的な情報。
• 競合評価：KUKA SE & Co. KGaA（ドイツ）、ABB（スイス）、オムロン株式会社（日本）、Geekplus Technology Co., Ltd.（中国）、Addverb Technologies Limited（インド）などの主要企業の市場シェア、成長戦略、サービス提供に関する詳細な評価。

Report Description

The global AMR/AGV fleet management software market is projected to increase from USD 1.58 billion in 2025 to USD 5.23 billion by 2032 with a CAGR of 18.7%, driven by the rising deployment of mobile robotics across various logistics and manufacturing facilities. Companies are expanding their robotic fleets to improve throughput and reduce operational delays, which increases demand for centralized platforms that manage routing, traffic control, task allocation, charging, and safety compliance. Integration with WMS, MES, and ERP systems enables seamless coordination between robotic fleets and broader supply chain workflows, while AI, cloud computing, and IoT data streams strengthen predictive maintenance and real-time optimization. As organizations focus on efficiency, accuracy, and scalable automation, fleet management software is becoming a core operational tool that supports continuous performance improvement and long-term robotics planning.

“Software to Grow with the Highest CAGR in the AMR/AGV Fleet Management Software Market”

The software segment is expected to record the highest CAGR in the AMR/AGV Fleet Management Software Market due to the rising deployment of mobile robot fleets across warehouses, manufacturing plants, e-commerce hubs, and logistics operations. Companies are investing in centralized platforms that manage routing, traffic control, task allocation, fleet visibility, safety workflows, and charging coordination to increase efficiency and reduce idle time. AI-driven analytics, cloud-based orchestration, and IoT-enabled data flows are strengthening real-time optimization and predictive maintenance, while integration with WMS, MES, and ERP systems is enabling coordinated execution across end-to-end supply chain processes. As organizations scale automation and adopt multi-robot environments, demand for flexible and high-performance software platforms is accelerating, which is expected to support strong growth for the segment throughout the forecast period.

“Multi-vendor Fleet Platform to Grow with the Highest CAGR in the AMR/AGV Fleet Management Software Market”

The multi-vendor fleet platform segment is expected to grow at the highest CAGR in the AMR/AGV Fleet Management Software Market as companies adopt mixed fleets, which creates a strong need for unified control of AMRs and AGVs from different suppliers. Enterprises are combining robots for pallet handling, picking, sorting, and intralogistics movement, and a centralized platform allows these varied fleets to operate through one interface with coordinated routing, traffic control, task scheduling, charging management, and safety oversight. The shift toward interoperability is gaining momentum as organizations seek flexibility in vendor selection and attempt to reduce dependence on a single manufacturer. Multi-vendor fleet platforms integrate with WMS, MES, and ERP systems and support cloud-based optimization, AI-driven decision making, and IoT-enabled predictive maintenance, which strengthens fleet efficiency and reduces operational bottlenecks. As automation programs expand across multiple sites and businesses scale their robotics investments, demand for multi-vendor platforms is rising due to their ability to improve throughput, maintain workflow continuity, and support long-term automation strategies.

“Asia Pacific to Witness the Highest Growth Driven by Expanding Automation and Rising Deployment of Mobile Robotics”

The Asia Pacific region is expected to record the highest CAGR in the AMR/AGV Fleet Management Software Market due to the rapid adoption of warehouse and factory automation across China, Japan, South Korea, India, and Southeast Asia. Companies in manufacturing, e-commerce, retail distribution, automotive, electronics, and third-party logistics are deploying large fleets of AMRs and AGVs to improve throughput and reduce labour dependency, which increases demand for centralized fleet orchestration software. Governments in the region are promoting digital transformation, smart manufacturing, and robotics integration through funding programs, incentive schemes, and national automation initiatives that strengthen the adoption of advanced fleet management platforms. Asia Pacific offers a cost-efficient manufacturing base, strong robotics production capacity, and a fast-growing ecosystem of AMR and AGV vendors, which accelerates software adoption. The region is experiencing strong investment in AI-driven automation, cloud-based fleet control, and IoT-enabled operational monitoring that improves speed, accuracy, and real-time decision-making across logistics and production workflows. With the continuous expansion of industrial automation and increasing use of mixed robotic fleets, Asia Pacific is expected to remain the fastest-growing region in the global AMR/AGV Fleet Management Software Market during the forecast period.

Breakdown of primaries

A variety of executives from key organizations operating in the AMR/AGV fleet management software market were interviewed in-depth, including CEOs, marketing directors, and innovation and technology directors.

• By Company Type: Tier 1 –40%, Tier 2 – 35%, and Tier 3 – 25%
• By Designation: Directors – 40%, C-level – 45%, and Others – 15%
• By Region: Asia Pacific – 41%, North America – 26%, Europe – 28%, and RoW – 5%

Note: The RoW region includes the Middle East, Africa, and South America. Other designations include product, sales, and marketing managers. Three tiers of companies have been defined based on their total revenue as of 2024: tier 3: revenue less than USD 300 million; tier 2: revenue between USD 300 million and USD 1 billion; and tier 1: revenue more than USD 1 billion.

Major players profiled in this report are as follows:  KUKA SE & Co. KGaA (Germany), ABB (Switzerland), OMRON Corporation (Japan), Siemens (Germany), Ocado Group plc (UK), MITSUBISHI LOGISNEXT CO., LTD. (Japan), Symbotic Inc. (US), Fives (France), Geekplus Technology Co., Ltd. (China), Mobile Industrial Robots (Denmark), Addverb Technologies Limited (India), Locus Robotics (US), BlueBotics (Switzerland), SYNAOS (Germany), KINEXON (Germany), WAKU Robotics GmbH (Germany), WEWO Techmotion (Netherlands), KNAPP AG (Austria), OTTO by Rockwell Automation (Canada), Seegrid (US), Suzhou Casun Intelligent Robot Co., Ltd. (China), GreyOrange (Georgia), Navitec Systems (Finland), Formant (US), InOrbit, Inc. (US), SIGMATEK GmbH & Co KG (Austria) and Deus Robotics(Ukraine). These companies provide a broad suite of advanced fleet management software capabilities, covering traffic control, routing, task allocation, real-time monitoring, analytics, and integration with enterprise systems, establishing a strong presence across both mature and emerging automation markets.

The study provides a detailed competitive analysis of these key players in the AMR/AGV fleet management software market, presenting their company profiles, most recent developments, and key market strategies.

Research Coverage

This report on the AMR/AGV fleet management software market offers a comprehensive analysis, segmented by platform type, fleet type, offering, application, organization size, industry, and region. By offering, the AMR/AGV Fleet Management Software Market is segmented into software and services. By platform type, it includes single-vendor fleet platforms and multi-vendor fleet platforms. By fleet type, the market covers Autonomous Mobile Robots AMRs, Automated Guided Vehicles AGVs, and hybrid fleets that combine mixed robot types. By application, the market is segmented into intralogistics and material transport management, order fulfilment and picking operations, packaging, palletizing and line feeding, cross-docking and dock-to-dock transfers, sorting and allocation management, and fleet coordination and zone management. Organization size segmentation includes large enterprises and small and medium enterprises (SMEs). By industry, the market includes automotive, e-commerce and retail, chemicals, semiconductor and electronics, food and beverages, healthcare, aviation, logistics and 3PL, and other industries such as metal and heavy machinery, pulp and paper. The regional analysis covers North America, Europe, Asia Pacific, and Rest of the World. This segmentation supports detailed assessment of growth opportunities, adoption patterns, and technology developments shaping the global AMR/AGV Fleet Management Software Market.

Reasons to buy the report

The report will help the leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall market and the sub-segments. This report will help stakeholders understand the competitive landscape and gain more insights to position their businesses better and plan suitable go-to-market strategies. The report also helps stakeholders understand the AMR/AGV fleet management software market’s pulse and provides information on key market drivers, restraints, challenges, and opportunities.

Key Benefits of Buying the Report

Analysis of key drivers (Rising adoption of warehouse and factory automation supported by rapid deployment of AMRs and AGVs, Growing demand for centralized fleet orchestration, Increasing integration of AI, cloud platforms, and IoT data pipelines that enhance predictive maintenance and autonomous decision making), restraints (High complexity of integrating fleet software with existing WMS, MES, ERP, and OT systems), opportunities (Rising shift toward multi-vendor robotic fleets that require unified and vendor neutral fleet platforms for coordination and real time control, Increasing shift toward Robotics as a Service models which drives demand for subscription based and cloud managed fleet software platforms) and challenges (Difficulty in standardizing communication protocols across robots from different vendors)  influencing the growth of the AMR/AGV fleet management software market.

• Product Development/Innovation: Detailed insights on upcoming technologies, research and development activities, and new product launches in the AMR/AGV fleet management software market.
• Market Development: Comprehensive information about lucrative markets – the report analyses the AMR/AGV fleet management software market across varied regions.
• Market Diversification: Exhaustive information about new products/services, untapped geographies, recent developments, and investments in the AMR/AGV fleet management software market.
• Competitive Assessment: In-depth assessment of market shares, growth strategies, and service offerings of leading players like KUKA SE & Co. KGaA (Germany), ABB (Switzerland), Omron Corporation (Japan), Geekplus Technology Co., Ltd. (China), Addverb Technologies Limited (India), and others.

Table of Contents

1               INTRODUCTION              30

1.1           STUDY OBJECTIVES       30

1.2           MARKET DEFINITION   30

1.3           STUDY SCOPE   31

1.3.1        MARKETS COVERED       31

1.3.2        INCLUSIONS AND EXCLUSIONS 32

1.3.3        YEARS CONSIDERED      33

1.3.4        CURRENCY CONSIDERED            33

1.4           STAKEHOLDERS               33

2               EXECUTIVE SUMMARY  34

2.1           MARKET HIGHLIGHTS AND KEY INSIGHTS          34

2.2           KEY MARKET PARTICIPANTS: MAPPING OF STRATEGIC DEVELOPMENTS              36

2.3           DISRUPTIVE TRENDS IN AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET      37

2.4           HIGH-GROWTH SEGMENTS        38

2.5           REGIONAL SNAPSHOT: MARKET SIZE, GROWTH RATE,  AND FORECAST                39

3               PREMIUM INSIGHTS       40

3.1           ATTRACTIVE OPPORTUNITIES FOR PLAYERS IN AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET   40

3.2           AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET,  BY ORGANIZATION SIZE               40

3.3           AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET,  BY APPLICATION             41

3.4           AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET, BY FLEET TYPE 41

3.5           AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET,  BY PLATFORM TYPE       42

3.6           AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET,  BY OFFERING    42

3.7           AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET,  BY INDUSTRY    43

3.8           AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET IN ASIA PACIFIC, BY OFFERING AND COUNTRY 43

3.9           AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET,  BY COUNTRY     44

4               MARKET OVERVIEW       45

4.1           INTRODUCTION              45

4.2           MARKET DYNAMICS       45

4.2.1        DRIVERS               46

4.2.1.1    Rising adoption of warehouses and factory automation supported by rapid deployment of AMRs and AGVs        46

4.2.1.2    Growing demand for centralized fleet orchestration to manage multi-robot operations         47

4.2.1.3    Increasing adoption of data-driven operations and the need for predictive traffic optimization            47

4.2.1.4    Increasing expectations for real-time system-wide synchronization across automation assets        48

4.2.2        RESTRAINTS      49

4.2.2.1    High complexity of integrating fleet software with existing WMS, MES, ERP, and OT systems               49

4.2.2.2    Limited standardization of robot interfaces and operating logic across vendors       49

4.2.3        OPPORTUNITIES              50

4.2.3.1    Shift toward multi-vendor robotic fleets that require unified and vendor-neutral fleet platforms for coordination and real-time control                 50

4.2.3.2    Robotics-as-a-service models driving demand for subscription-based and cloud-managed fleet software platforms        50

4.2.3.3    Expansion of hybrid cloud and edge deployment models that support real-time control and multi-site visibility           50

4.2.4        CHALLENGES    51

4.2.4.1    Difficulties in standardizing communication protocols across robots from different vendors             51

4.2.4.2    Rising cybersecurity requirements for connected fleet ecosystems                 52

4.3           INTERCONNECTED MARKETS AND CROSS-SECTOR OPPORTUNITIES              52

4.4           STRATEGIC MOVES BY TIER-1/2/3 PLAYERS        53

5               INDUSTRY TRENDS         54

5.1           PORTER’S FIVE FORCES ANALYSIS           54

5.1.1        BARGAINING POWER OF SUPPLIERS       55

5.1.2        BARGAINING POWER OF BUYERS             55

5.1.3        THREAT OF NEW ENTRANTS      55

5.1.4        THREAT OF SUBSTITUTES          55

5.1.5        INTENSITY OF COMPETITIVE RIVALRY 55

5.2           MACROECONOMIC OUTLOOK  55

5.2.1        INTRODUCTION              55

5.2.2        GDP TRENDS AND FORECAST   56

5.2.3        TRENDS IN GLOBAL E-COMMERCE AND RETAIL INDUSTRY           58

5.2.4        TRENDS IN AUTOMOTIVE INDUSTRY    58

5.3           VALUE CHAIN ANALYSIS               59

5.4           ECOSYSTEM ANALYSIS  60

5.5           PRICING ANALYSIS          61

5.5.1        INDICATIVE PRICING ANALYSIS, BY KEY PLAYER                 61

5.5.2        AVERAGE SELLING PRICE, BY TYPE         62

5.5.3        AVERAGE SELLING PRICE, BY REGION   62

5.6           INVESTMENT AND FUNDING SCENARIO               63

5.7           TRADE ANALYSIS             64

5.7.1        IMPORT SCENARIO (842710)        64

5.7.2        EXPORT SCENARIO (842710)        65

5.8           KEY CONFERENCES AND EVENTS, 2025–2026        66

5.9           TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSES       67

5.10         CASE STUDY ANALYSIS 68

5.10.1      SYMBOTIC DEPLOYS AI-POWERED ROBOTIC AUTOMATION FOR SOUTHERN GLAZER’S DISTRIBUTION CENTERS             68

5.10.2      ASSOCIATED FOOD STORES IMPLEMENTS SYMBOTIC ROBOTIC AUTOMATION IN UTAH DISTRIBUTION CENTER                 68

5.10.3      GREYORANGE PARTNERED WITH KENCO TO DEPLOY AI-DRIVEN WAREHOUSE ORCHESTRATION         68

5.10.4      BAILEY EQUIPMENT & INTRALOGISTICS PARTNERS WITH GREYORANGE TO EXPAND AI-ENABLED WAREHOUSE AUTOMATION  69

5.11         IMPACT OF 2025 US TARIFFS—AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET      69

5.11.1      INTRODUCTION              69

5.11.2      KEY TARIFF RATES          70

5.11.3      PRICE IMPACT ANALYSIS             70

5.11.4      IMPACT ON COUNTRIES/REGIONS         71

5.11.4.1  US           71

5.11.4.2  Europe   72

5.11.4.3  Asia Pacific            73

5.11.5      IMPACT ON END-USE INDUSTRIES          73

6               TECHNOLOGICAL ADVANCEMENTS, AI-DRIVEN IMPACT, PATENTS, AND INNOVATIONS                75

6.1           KEY TECHNOLOGIES     75

6.1.1        FLEET ORCHESTRATION AND TRAFFIC MANAGEMENT                 75

6.1.2        NAVIGATION AND LOCALIZATION SYSTEMS     75

6.1.3        ROBOT CONTROL AND SAFETY INFRASTRUCTURE                 75

6.2           COMPLEMENTARY TECHNOLOGIES       76

6.2.1        ENTERPRISE SYSTEM INTEGRATION      76

6.2.2        CONNECTIVITY AND EDGE COMPUTING CAPABILITIES                 76

6.3           TECHNOLOGY ROADMAP            76

6.4           PATENT ANALYSIS          78

6.5           IMPACT OF AI ON AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET       81

6.5.1        TOP USE CASES AND MARKET POTENTIAL          81

6.5.2        BEST PRACTICES IN AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET       82

6.5.3        CASE STUDIES OF AI IMPLEMENTATION IN AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET        82

6.5.4        INTERCONNECTED ADJACENT ECOSYSTEM AND IMPACT ON MARKET PLAYERS  83

6.5.5        CLIENTS’ READINESS TO ADOPT AI IN AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET      84

7               REGULATORY LANDSCAPE         85

7.1           REGIONAL REGULATIONS AND COMPLIANCE   85

7.1.1        REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS             85

7.1.2        INDUSTRY STANDARDS                87

8               CUSTOMER LANDSCAPE & BUYER BEHAVIOR    88

8.1           DECISION-MAKING PROCESS     88

8.2           BUYER STAKEHOLDERS AND BUYING EVALUATION CRITERIA             89

8.2.1        KEY STAKEHOLDERS IN BUYING PROCESS           89

8.2.2        BUYING CRITERIA           90

8.3           ADOPTION BARRIERS & INTERNAL CHALLENGES                 91

8.4           UNMET NEEDS FROM VARIOUS VERTICALS        92

9               KEY TECHNOLOGIES AND STANDARDS IN AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET        94

9.1           INTRODUCTION              94

9.2           ROLE OF AI & ML IN TASK ALLOCATION               94

9.2.1        ADVANCED TASK ALLOCATION AND ROUTING                 94

9.2.2        PREDICTIVE CAPACITY PLANNING         94

9.2.3        AUTONOMOUS TRAFFIC GOVERNANCE                95

9.2.4        FAILURE PREDICTION AND RISK AVOIDANCE   95

9.2.5        EXECUTION QUALITY OPTIMIZATION  96

9.3           DIGITAL TWINS FOR FLEET SIMULATION            96

9.3.1        PURPOSE OF DIGITAL TWIN SYSTEMS   96

9.4           5G AND EDGE COMPUTING FOR REAL-TIME COORDINATION              97

9.5           COMPUTER VISION        97

9.6           BLOCKCHAIN FOR FLEET TRACKING     98

9.7           INTEROPERABILITY STANDARDS             99

9.7.1        VDA 5050              99

9.7.2        OPC UNIFIED ARCHITECTURE UA            99

9.7.3        MQTT   99

10            KEY FUNCTIONS OF AMR/AGV FLEET MANAGEMENT PLATFORMS       100

10.1         INTRODUCTION              100

10.2         REAL-TIME FLEET MONITORING              100

10.3         ROUTE OPTIMIZATION 101

10.4         TRAFFIC MANAGEMENT               101

10.5         COLLISION AVOIDANCE               102

10.6         BATTERY MANAGEMENT             102

10.7         PREDICTIVE MAINTENANCE      102

10.8         PERFORMANCE ANALYTICS        103

10.9         MULTI-BRAND ROBOT COORDINATION               103

11            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET,  BY OFFERING    104

11.1         INTRODUCTION              105

11.2         SOFTWARE         106

11.2.1      CLOUD-BASED ORCHESTRATION PLATFORMS 108

11.2.1.1  Cloud orchestration gains momentum as enterprises centralize fleet intelligence across networks       108

11.2.2      ON-PREMISES ORCHESTRATION PLATFORMS    108

11.2.2.1  On-premises control platforms gain traction in latency-critical environments         108

11.2.3      HYBRID PLATFORMS      109

11.2.3.1  Hybrid orchestration expands as enterprises seek unified command across cloud and local systems         109

11.3         SERVICES             109

11.3.1      CONSULTING & SYSTEM DESIGN             111

11.3.1.1  Strategy-driven automation roadmaps increase demand for consulting and system design             111

11.3.2      IMPLEMENTATION & INTEGRATION      111

11.3.2.1  Complex robotics environments increase need for high-fidelity integration and precise execution      111

11.3.3      TRAINING & SUPPORT  111

11.3.3.1  Software-driven robot operations elevate importance of skilled operators and responsive support      111

11.3.4      MAINTENANCE & UPDATES        112

11.3.4.1  Expansion of large multi-site fleets increases the need for predictive maintenance and continuous software updates             112

11.3.5      MANAGED SERVICES      112

11.3.5.1  Demand for predictable automation outcomes accelerates growth of fully managed fleet operations       112

12            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET,  BY PLATFORM TYPE       113

12.1         INTRODUCTION              114

12.2         SINGLE-VENDOR FLEET PLATFORMS     115

12.2.1      GROWING PREFERENCE FOR UNIFIED HARDWARE-SOFTWARE ECOSYSTEMS DRIVES DEMAND FOR SINGLE VENDOR PLATFORMS   115

12.3         MULTI-VENDOR FLEET PLATFORMS      116

12.3.1      RISING DEMAND FOR INTEROPERABILITY AND MIXED ROBOT ECOSYSTEMS ACCELERATES MULTI-VENDOR PLATFORM ADOPTION 116

13            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET,  BY FLEET TYPE 117

13.1         INTRODUCTION              118

13.2         AUTONOMOUS MOBILE ROBOTS (AMRS)             119

13.2.1      PICKING & SORTING AMRS          121

13.2.1.1  Surging E-commerce volumes drive large-scale adoption of picking and sorting AMRs  121

13.2.2      TRANSPORTATION AMRS             121

13.2.2.1  Increasing need for continuous, touchless material movement fuels demand for transportation AMRs             121

13.2.3      COLLABORATIVE AMRS                122

13.2.3.1  Human-centric workflows increase adoption of collaborative AMRs requiring advanced safety logic              122

13.3         AUTOMATED GUIDED VEHICLES (AGVS)             122

13.3.1      TOW/TUGGER AGVS      124

13.3.1.1  Expansion of industrial line feeding and batch transport drives demand  124

13.3.2      UNIT LOAD AGVS            124

13.3.2.1  Rising need for automated pallet, rack, and container movement strengthens unit deployment              124

13.3.3      PALLET TRUCK AGVS    124

13.3.3.1  Shift toward automated dock, warehouse, and cold storage handling accelerates pallet truck AGV adoption              124

13.3.4      ASSEMBLY LINE AGVS   124

13.3.4.1  Flexible production layouts and modular manufacturing boost assembly line AGV adoption               124

13.4         HYBRID (MULTI-ROBOT FLEETS)             125

13.4.1      GROWING NEED FOR MULTI-FUNCTION AND VENDOR-NEUTRAL AUTOMATION ACCELERATES HYBRID FLEET ADOPTION         125

14            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET,  BY APPLICATION             127

14.1         INTRODUCTION              128

14.2         INTRALOGISTICS & MATERIAL TRANSPORT MANAGEMENT 130

14.2.1      INCREASING DEMAND FOR CONTINUOUS MATERIAL FLOW STRENGTHENS NEED FOR INTELLIGENT TRANSPORT ORCHESTRATION            130

14.3         ORDER FULFILLMENT & PICKING OPERATIONS                 130

14.3.1      GROWTH IN HIGH-VELOCITY FULFILLMENT DRIVES ADOPTION OF ADVANCED PICK EXECUTION PLATFORMS                 130

14.4         PACKAGING, PALLETIZING, AND LINE FEEDING                 131

14.4.1      AUTOMATION OF END-OF-LINE TASKS EXPANDS NEED FOR PRECISE LINE SUPPORT ORCHESTRATION 131

14.5         CROSS-DOCKING & DOCK-TO-DOCK TRANSFERS                 131

14.5.1      GROWTH IN HIGH-THROUGHPUT LOGISTICS DRIVES NEED FOR REAL-TIME DOCK TRANSFER ORCHESTRATION                 131

14.6         SORTING & ALLOCATION MANAGEMENT            131

14.6.1      RISING SKU COMPLEXITY AND PARCEL VOLUMES ACCELERATE DEMAND FOR INTELLIGENT ALLOCATION ORCHESTRATION            131

14.7         FLEET COORDINATION & ZONE MANAGEMENT                 132

14.7.1      GROWING SCALE OF MOBILE ROBOT DEPLOYMENTS REINFORCES NEED FOR UNIFIED ZONE CONTROL          132

15            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET,  BY ORGANIZATION SIZE               133

15.1         INTRODUCTION              134

15.2         LARGE ENTERPRISES     135

15.2.1      GROWING EMPHASIS ON MULTI-SITE AUTOMATION AND PROCESS STANDARDIZATION DRIVES ENTERPRISE-LEVEL ADOPTION         135

15.3         SMALL & MEDIUM ENTERPRISES (SMES)               135

15.3.1      SMES ACCELERATE AUTOMATION ADOPTION TO IMPROVE EFFICIENCY AND REDUCE OPERATIONAL BURDEN                 135

16            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET, BY INDUSTRY    136

16.1         INTRODUCTION              137

16.2         AUTOMOTIVE   138

16.2.1      RISING PRODUCTION COMPLEXITY AND LINE AUTOMATION STRENGTHEN DEMAND FOR ADVANCED AMR/AGV FLEET SOFTWARE IN AUTOMOTIVE MANUFACTURING          138

16.3         SEMICONDUCTOR & ELECTRONICS        142

16.3.1      RISING DEMAND FOR ULTRA-RELIABLE, CONTAMINATION-FREE TRANSPORT ACCELERATES SOFTWARE-DRIVEN AMR/AGV COORDINATION               142

16.4         AVIATION           146

16.4.1      OPERATIONAL COMPLEXITY AND NEED FOR PRECISION STRENGTHEN ROLE OF SOFTWARE-LED AMR/AGV COORDINATION IN AVIATION  146

16.5         HEALTHCARE    150

16.5.1      GROWING DEMAND FOR SAFE, TRACEABLE, AND ROUND-THE-CLOCK TRANSPORT DRIVES ADOPTION OF SOFTWARE-ORCHESTRATED AMR/AGV WORKFLOWS IN HEALTHCARE FACILITIES            150

16.6         FOOD & BEVERAGES      154

16.6.1      HIGH-SPEED PRODUCTION CYCLES AND PERISHABILITY PRESSURES ACCELERATE NEED FOR SOFTWARE-ORCHESTRATED AMR/AGV OPERATIONS   154

16.7         CHEMICALS        158

16.7.1      SAFETY REQUIREMENTS AND HAZARDOUS MATERIAL HANDLING DRIVE ADOPTION OF AMR/AGV FLEET SOFTWARE IN CHEMICAL MANUFACTURING             158

16.8         E-COMMERCE & RETAIL                162

16.8.1      RAPID ORDER GROWTH AND HIGH-MIX FULFILLMENT INTENSIFY DEMAND FOR ADVANCED AMR/AGV FLEET SOFTWARE IN E-COMMERCE AND RETAIL           162

16.9         LOGISTICS/3PL 166

16.9.1      HIGH-THROUGHPUT, MULTI-CLIENT DISTRIBUTION DEMANDS STRONG SOFTWARE-ORCHESTRATED AMR/AGV COORDINATION              166

16.10       OTHER INDUSTRIES       170

17            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET, BY REGION         175

17.1         INTRODUCTION              176

17.2         NORTH AMERICA             178

17.2.1      US           181

17.2.1.1  Automation pressure in fulfillment and manufacturing accelerates fleet software integration                 181

17.2.2      CANADA               182

17.2.2.1  Expansion of manufacturing and export-intensive supply chains drives adoption of AMR and AGV fleet management software    182

17.2.3      MEXICO                182

17.2.3.1  Rising robotics orchestration requirements driven by nearshoring and high-volume manufacturing        182

17.3         EUROPE               183

17.3.1      GERMANY           185

17.3.1.1  Strong industrial automation ecosystem accelerates adoption of AMR and AGV fleet management software     185

17.3.2      UK          186

17.3.2.1  Rising automation across fulfillment and manufacturing boosts demand for scalable fleet orchestration             186

17.3.3      FRANCE                187

17.3.3.1  Expansion of advanced warehousing and manufacturing automation drives software adoption                 187

17.3.4      ITALY    187

17.3.4.1  Automation investments and high-mix manufacturing drive strong demand for fleet software        187

17.3.5      REST OF EUROPE             188

17.4         ASIA PACIFIC     188

17.4.1      CHINA  191

17.4.1.1  Large-scale manufacturing strength and high-volume fulfillment networks accelerate AMR and AGV fleet software adoption         191

17.4.2      JAPAN   192

17.4.2.1  Digitalization and workforce pressures accelerate robotics coordination needs               192

17.4.3      SOUTH KOREA  193

17.4.3.1  High automation intensity accelerates demand for intelligent fleet orchestration                 193

17.4.4      INDIA    193

17.4.4.1  Expanding industrial output and digital supply chains accelerate fleet software adoption        193

17.4.5      AUSTRALIA         194

17.4.5.1  Operational Efficiency and Labor Constraints Strengthen Demand for Mobile Robot Orchestration         194

17.4.6      REST OF ASIA PACIFIC   194

17.5         REST OF THE WORLD    195

17.5.1      MIDDLE EAST   198

17.5.1.1  Growing focus on smart logistics and manufacturing modernization accelerates software adoption  198

17.5.1.2  GCC Countries     198

17.5.1.3  Rest of Middle East              199

17.5.2      SOUTH AMERICA             199

17.5.2.1  Growing automation in manufacturing and expanding e-commerce networks drive demand for fleet coordination platforms                 199

17.5.3      AFRICA 200

17.5.3.1  Industrial park expansion and digital supply chain programs increase the need for coordinated robot operations        200

18            COMPETITIVE LANDSCAPE         201

18.1         OVERVIEW          201

18.2         KEY PLAYER STRATEGIES/RIGHT TO WIN, 2021–2024                 201

18.3         REVENUE ANALYSIS, 2020–2024  203

18.4         MARKET SHARE ANALYSIS           204

18.5         COMPANY VALUATION AND FINANCIAL METRICS, 2024                 207

18.6         BRAND/PRODUCT COMPARISON             208

18.7         COMPANY EVALUATION MATRIX: KEY PLAYERS, 2024                 209

18.7.1      STARS   209

18.7.2      EMERGING LEADERS     209

18.7.3      PERVASIVE PLAYERS      209

18.7.4      PARTICIPANTS 209

18.7.5      COMPANY FOOTPRINT: KEY PLAYERS, 2024         211

18.7.5.1  Company footprint               211

18.7.5.2  Region footprint   212

18.7.5.3  Fleet type footprint               213

18.7.5.4  Platform type footprint        214

18.7.5.5  Industry footprint 215

18.8         COMPANY EVALUATION MATRIX: STARTUPS/SMES, 2024        216

18.8.1      PROGRESSIVE COMPANIES         216

18.8.2      RESPONSIVE COMPANIES            216

18.8.3      DYNAMIC COMPANIES  216

18.8.4      STARTING BLOCKS         216

18.8.5      COMPETITIVE BENCHMARKING: STARTUPS/SMES, 2025                 217

18.8.5.1  Detailed list of key startups/SMEs    217

18.9         COMPETITIVE SCENARIO             218

18.9.1      PRODUCT LAUNCHES   218

18.9.2      DEALS  218

19            COMPANY PROFILES      220

19.1         KEY PLAYERS     220

19.1.1      KUKA SE & CO. KGAA     220

19.1.1.1  Business overview 220

19.1.1.2  Products/Solutions/Services offered 221

19.1.1.3  MnM view              222

19.1.1.3.1                Right to win           222

19.1.1.3.2                Strategic choices   222

19.1.1.3.3                Weaknesses/competitive threats        222

19.1.2      ABB        223

19.1.2.1  Business overview 223

19.1.2.2  Products/Solutions/Services offered 224

19.1.2.3  MnM view              225

19.1.2.3.1                Right to win           225

19.1.2.3.2                Strategic choices   225

19.1.2.3.3                Weaknesses/competitive threats        225

19.1.3      OMRON CORPORATION                226

19.1.3.1  Business overview 226

19.1.3.2  Products/Solutions/Services offered 227

19.1.3.3  MnM view              228

19.1.3.3.1                Right to win           228

19.1.3.3.2                Strategic choices   228

19.1.3.3.3                Weaknesses/competitive threats        228

19.1.4      GEEKPLUS TECHNOLOGY CO., LTD.       229

19.1.4.1  Business overview 229

19.1.4.2  Products/Solutions/Services offered 229

19.1.4.3  MnM view              230

19.1.4.3.1                Right to win           230

19.1.4.3.2                Strategic choices   230

19.1.4.3.3                Weaknesses/competitive threats        230

19.1.5      ADDVERB TECHNOLOGIES LIMITED      231

19.1.5.1  Business overview 231

19.1.5.2  Products/Solutions/Services offered 231

19.1.5.3  Recent developments           232

19.1.5.3.1                Deals      232

19.1.5.4  MnM view              232

19.1.5.4.1                Right to win           232

19.1.5.4.2                Strategic choices   232

19.1.5.4.3                Weaknesses/competitive threats        232

19.1.6      SIEMENS              233

19.1.6.1  Business overview 233

19.1.6.2  Products/Solutions/Services offered 234

19.1.7      FIVES    235

19.1.7.1  Business overview 235

19.1.7.2  Products/Solutions/Services offered 236

19.1.8      GREYORANGE   237

19.1.8.1  Business overview 237

19.1.8.2  Products/Solutions/Services offered 237

19.1.8.3  Recent developments           238

19.1.8.3.1                Deals      238

19.1.9      OCADO GROUP PLC.      239

19.1.9.1  Business overview 239

19.1.9.2  Products/Solutions/Services offered 240

19.1.10   KNAPP AG           241

19.1.10.1                 Business overview 241

19.1.10.2                 Products/Solutions/Services offered 241

19.1.11   MITSUBISHI LOGISNEXT CO., LTD           242

19.1.11.1                 Business overview 242

19.1.11.2                 Products/Solutions/Services offered 243

19.1.12   OTTO BY ROCKWELL AUTOMATION      244

19.1.12.1                 Business overview 244

19.1.12.2                 Products/Solutions/Services offered 244

19.1.12.3                 Recent developments           245

19.1.12.3.1             Product enhancements        245

19.1.12.3.2             Deals      245

19.1.13   MOBILE INDUSTRIAL ROBOTS  246

19.1.13.1                 Business overview 246

19.1.13.2                 Products/Solutions/Services offered 246

19.1.13.3                 Recent developments           247

19.1.13.3.1             Product launches  247

19.1.13.3.2             Deals      247

19.1.14   LOCUS ROBOTICS           248

19.1.14.1                 Business overview 248

19.1.14.2                 Products/Solutions/Services offered 248

19.1.14.3                 Recent developments           249

19.1.14.3.1             Product launches  249

19.1.14.3.2             Deals      249

19.1.15   SYMBOTIC INC. 250

19.1.15.1                 Business overview 250

19.1.15.2                 Products/Solutions/Services offered 251

19.1.15.3                 Recent developments           252

19.1.15.3.1             Deals      252

19.1.16   SYNAOS                253

19.1.16.1                 Business overview 253

19.1.16.2                 Products/Solutions/Services offered 253

19.1.16.3                 Recent developments           254

19.1.16.3.1             Deals      254

19.2         OTHER PLAYERS              255

19.2.1      WEWO TECHMOTION   255

19.2.2      SEEGRID              256

19.2.3      SUZHOU CASUN INTELLIGENT ROBOT CO., LTD.                 257

19.2.4      BLUEBOTICS     258

19.2.5      KINEXON             259

19.2.6      WAKU ROBOTICS GMBH               260

19.2.7      NAVITEC SYSTEMS          261

19.2.8      FORMANT           262

19.2.9      INORBIT, INC.   263

19.2.10   SIGMATEK GMBH & CO KG          264

19.2.11   DEUS ROBOTICS              265

20            RESEARCH METHODOLOGY       266

20.1         RESEARCH DATA              266

20.1.1      SECONDARY AND PRIMARY RESEARCH 267

20.1.2      SECONDARY DATA          268

20.1.2.1  List of major secondary sources         269

20.1.2.2  Key data from secondary sources       269

20.1.3      PRIMARY DATA 269

20.1.3.1  Primary interviews with experts         270

20.1.3.2  Key data from primary sources           270

20.1.3.3  Key industry insights           271

20.1.3.4  Breakdown of primaries      271

20.2         MARKET SIZE ESTIMATION         271

20.2.1      TOP-DOWN APPROACH                272

20.2.2      BOTTOM-UP APPROACH              272

20.2.3      BASE NUMBER CALCULATION   273

20.3         MARKET FORECAST APPROACH                273

20.3.1      SUPPLY SIDE     273

20.3.2      DEMAND SIDE  273

20.4         DATA TRIANGULATION                274

20.5         RESEARCH ASSUMPTIONS           275

20.6         RESEARCH LIMITATIONS             275

20.7         RISK ASSESSMENT           276

21            APPENDIX           277

21.1         DISCUSSION GUIDE        277

21.2         KNOWLEDGESTORE: MARKETSANDMARKETS  SUBSCRIPTION PORTAL                281

21.3         CUSTOMIZATION OPTIONS        283

21.4         RELATED REPORTS         283

21.5         AUTHOR DETAILS           284

LIST OF TABLES

TABLE 1                INTERCONNECTED MARKETS AND CROSS-SECTOR OPPORTUNITIES            52

TABLE 2                MARKET DYNAMICS       53

TABLE 3                AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET: PORTER’S FIVE FORCES ANALYSIS       54

TABLE 4                GDP PERCENTAGE CHANGE, BY KEY COUNTRY, 2021–2030              56

TABLE 5                ROLE OF COMPANIES IN AMR/AGV FLEET MANAGEMENT SOFTWARE ECOSYSTEM               60

TABLE 6                INDICATIVE PRICING OF AMR/AGV FLEET MANAGEMENT SOFTWARE,  BY KEY PLAYER (USD)       61

TABLE 7                AVERAGE SELLING PRICE OF AMR/AGV FLEET MANAGEMENT SOFTWARE, BY TYPE,  2021–2024 (USD)                 62

TABLE 8                AVERAGE SELLING PRICE OF AMR/AGV FLEET MANAGEMENT SOFTWARE,

BY REGION, 2021–2024 (USD)      63

TABLE 9                IMPORT DATA FOR HS CODE 842710-COMPLIANT PRODUCTS, BY COUNTRY,  2020–2024 (USD MILLION)            65

TABLE 10              EXPORT DATA FOR HS CODE 842710-COMPLIANT PRODUCTS, BY COUNTRY,  2020–2024 (USD MILLION)            66

TABLE 11              AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET: LIST OF CONFERENCES AND EVENTS, 2024–2025                 66

TABLE 12              US ADJUSTED RECIPROCAL TARIFF RATES                 70

TABLE 13              AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET: TECHNOLOGY ROADMAP        77

TABLE 14              AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET: LIST OF APPLIED/GRANTED  PATENTS, 2021–2024                 79

TABLE 15              TOP USE CASES AND MARKET POTENTIAL                 81

TABLE 16              BEST PRACTICES: COMPANIES IMPLEMENTING USE CASES           82

TABLE 17              AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET: CASE STUDIES RELATED TO AI IMPLEMENTATION                 82

TABLE 18              INTERCONNECTED ADJACENT ECOSYSTEM AND IMPACT ON MARKET PLAYERS        83

TABLE 19              NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS                 85

TABLE 20              EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS           86

TABLE 21              ASIA PACIFIC: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS                 86

TABLE 22              ROW: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS           87

TABLE 23              AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET: INDUSTRY STANDARDS            87

TABLE 24              INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE INDUSTRIES (%)         90

TABLE 25              KEY BUYING CRITERIA FOR TOP THREE INDUSTRIES       91

TABLE 26              UNMET NEEDS IN AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET,

BY END USER     93

TABLE 27              AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET, BY OFFERING,

2021–2024 (USD MILLION)            106

TABLE 28              AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET, BY OFFERING,

2025–2032 (USD MILLION)            106

TABLE 29              SOFTWARE: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET, BY TYPE,  2021–2024 (USD MILLION)                 107

TABLE 30              SOFTWARE: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET, BY TYPE,  2025–2032 (USD MILLION)                 107

TABLE 31              SOFTWARE: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET, BY REGION,  2021–2024 (USD MILLION)                 107

TABLE 32              SOFTWARE: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET, BY REGION,  2025–2032 (USD MILLION)                 108

TABLE 33              SERVICES: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET, BY TYPE,

2021–2024 (USD MILLION)            109

TABLE 34              SERVICES: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET, BY TYPE,

2025–2032 (USD MILLION)            110

TABLE 35              SERVICES: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET, BY REGION,  2021–2024 (USD MILLION)                 110

TABLE 36              SERVICES: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET, BY REGION,  2025–2032 (USD MILLION)                 110

TABLE 37              AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET, BY PLATFORM TYPE,

2021–2024 (USD MILLION)            115

TABLE 38              AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET, BY PLATFORM TYPE,

2025–2032 (USD MILLION)            115

TABLE 39              AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET, BY FLEET TYPE,

2021–2024 (USD MILLION)            119

TABLE 40              AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET, BY FLEET TYPE,

2025–2032 (USD MILLION)            119

TABLE 41              AMR FLEET MANAGEMENT SOFTWARE MARKET, BY TYPE,

2021–2024 (USD MILLION)            120

TABLE 42              AMR FLEET MANAGEMENT SOFTWARE MARKET, BY TYPE,

2025–2032 (USD MILLION)            120

TABLE 43              AMR FLEET MANAGEMENT SOFTWARE MARKET, BY INDUSTRY,

2021–2024 (USD MILLION)            120

TABLE 44              AMR FLEET MANAGEMENT SOFTWARE MARKET, BY INDUSTRY,

2025–2032 (USD MILLION)            121

TABLE 45             AGV FLEET MANAGEMENT SOFTWARE MARKET, BY TYPE,

2021–2024 (USD MILLION)            122

TABLE 46             AGV FLEET MANAGEMENT SOFTWARE MARKET, BY TYPE,

2025–2032 (USD MILLION)            123

TABLE 47             AGV FLEET MANAGEMENT SOFTWARE MARKET, BY INDUSTRY,

2021–2024 (USD MILLION)            123

TABLE 48             AGV FLEET MANAGEMENT SOFTWARE MARKET, BY INDUSTRY,

2025–2032 (USD MILLION)            123

TABLE 49              HYBRID FLEET MANAGEMENT SOFTWARE MARKET, BY INDUSTRY,

2021–2024 (USD MILLION)            125

TABLE 50              HYBRID FLEET MANAGEMENT SOFTWARE MARKET, BY INDUSTRY,

2025–2032 (USD MILLION)            126

TABLE 51              AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET, BY APPLICATION,

2021–2024 (USD MILLION)            129

TABLE 52              AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET, BY APPLICATION,

2025–2032 (USD MILLION)            130

TABLE 53              AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET, BY ORGANIZATION SIZE,  2021–2024 (USD MILLION)                 134

TABLE 54              AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET, BY ORGANIZATION SIZE,  2025–2032 (USD MILLION)                 135

TABLE 55              AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET, BY INDUSTRY,

2021–2024 (USD MILLION)            138

TABLE 56              AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET, BY INDUSTRY,

2025–2032 (USD MILLION)            138

TABLE 57              AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR AUTOMOTIVE, BY FLEET TYPE, 2021–2024 (USD MILLION)            139

TABLE 58              AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR AUTOMOTIVE, BY FLEET TYPE, 2025–2032 (USD MILLION)            139

TABLE 59              AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR AUTOMOTIVE,

BY REGION, 2021–2024 (USD MILLION)   140

TABLE 60              AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR AUTOMOTIVE,

BY REGION, 2025–2032 (USD MILLION)   140

TABLE 61              NORTH AMERICA: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR AUTOMOTIVE, BY COUNTRY, 2021–2024 (USD MILLION)     140

TABLE 62              NORTH AMERICA: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR AUTOMOTIVE, BY COUNTRY, 2025–2032 (USD MILLION)     140

TABLE 63              EUROPE: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR AUTOMOTIVE,  BY COUNTRY, 2021–2024 (USD MILLION)       141

TABLE 64              EUROPE: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR AUTOMOTIVE,  BY COUNTRY, 2025–2032 (USD MILLION)       141

TABLE 65              ASIA PACIFIC: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR AUTOMOTIVE,  BY COUNTRY, 2021–2024 (USD MILLION)       141

TABLE 66              ASIA PACIFIC: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR AUTOMOTIVE,  BY COUNTRY, 2025–2032 (USD MILLION)       142

TABLE 67              REST OF THE WORLD: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR AUTOMOTIVE, BY REGION, 2021–2024 (USD MILLION)          142

TABLE 68              REST OF THE WORLD: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR AUTOMOTIVE, BY REGION, 2025–2032 (USD MILLION)          142

TABLE 69              AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR SEMICONDUCTOR & ELECTRONICS, BY FLEET TYPE, 2021–2024 (USD MILLION)                143

TABLE 70              AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR SEMICONDUCTOR & ELECTRONICS, BY FLEET TYPE, 2025–2032 (USD MILLION)                143

TABLE 71              AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR SEMICONDUCTOR & ELECTRONICS, BY REGION, 2021–2024 (USD MILLION)            144

TABLE 72              AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR SEMICONDUCTOR & ELECTRONICS, BY REGION, 2025–2032 (USD MILLION)            144

TABLE 73              NORTH AMERICA: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR SEMICONDUCTOR & ELECTRONICS, BY COUNTRY, 2021–2024 (USD MILLION)                 144

TABLE 74              NORTH AMERICA: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR SEMICONDUCTOR & ELECTRONICS, BY COUNTRY, 2025–2032 (USD MILLION)                 144

TABLE 75              EUROPE: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR SEMICONDUCTOR & ELECTRONICS, BY COUNTRY, 2021–2024 (USD MILLION)               145

TABLE 76              EUROPE: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR SEMICONDUCTOR & ELECTRONICS, BY COUNTRY, 2025–2032 (USD MILLION)               145

TABLE 77              ASIA PACIFIC: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR SEMICONDUCTOR & ELECTRONICS, BY COUNTRY, 2021–2024 (USD MILLION)               145

TABLE 78              ASIA PACIFIC: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR SEMICONDUCTOR & ELECTRONICS, BY COUNTRY, 2025–2032 (USD MILLION)               146

TABLE 79              REST OF THE WORLD: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR SEMICONDUCTOR & ELECTRONICS, BY REGION, 2021–2024 (USD MILLION)   146

TABLE 80              REST OF THE WORLD: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR SEMICONDUCTOR & ELECTRONICS, BY REGION, 2025–2032 (USD MILLION)   146

TABLE 81              AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR AVIATION, BY FLEET TYPE,  2021–2024 (USD MILLION)            147

TABLE 82              AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR AVIATION, BY FLEET TYPE,  2025–2032 (USD MILLION)            147

TABLE 83              AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR AVIATION, BY REGION,  2021–2024 (USD MILLION)            147

TABLE 84              AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR AVIATION, BY REGION,  2025–2032 (USD MILLION)            148

TABLE 85              NORTH AMERICA: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR AVIATION,  BY COUNTRY, 2021–2024 (USD MILLION)     148

TABLE 86              NORTH AMERICA: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR AVIATION,  BY COUNTRY, 2025–2032 (USD MILLION)     148

TABLE 87              EUROPE: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR AVIATION,

BY COUNTRY, 2021–2024 (USD MILLION)               148

TABLE 88              EUROPE: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR AVIATION,

BY COUNTRY, 2025–2032 (USD MILLION)               149

TABLE 89              ASIA PACIFIC: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR AVIATION,  BY COUNTRY, 2021–2024 (USD MILLION) 149

TABLE 90              ASIA PACIFIC: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR AVIATION,  BY COUNTRY, 2025–2032 (USD MILLION) 149

TABLE 91              REST OF THE WORLD: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR AVIATION, BY REGION, 2021–2024 (USD MILLION)            150

TABLE 92              REST OF THE WORLD: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR AVIATION, BY REGION, 2025–2032 (USD MILLION)            150

TABLE 93              AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR HEALTHCARE, BY FLEET TYPE, 2021–2024 (USD MILLION)            151

TABLE 94              AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR HEALTHCARE, BY FLEET TYPE, 2025–2032 (USD MILLION)            151

TABLE 95              AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR HEALTHCARE,

BY REGION, 2021–2024 (USD MILLION)   151

TABLE 96              AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR HEALTHCARE,

BY REGION, 2025–2032 (USD MILLION)   151

TABLE 97              NORTH AMERICA: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR HEALTHCARE, BY COUNTRY, 2021–2024 (USD MILLION)     152

TABLE 98              NORTH AMERICA: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR HEALTHCARE, BY COUNTRY, 2025–2032 (USD MILLION)     152

TABLE 99              EUROPE: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR HEALTHCARE,  BY COUNTRY, 2021–2024 (USD MILLION)       152

TABLE 100            EUROPE: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR HEALTHCARE,  BY COUNTRY, 2025–2032 (USD MILLION)       153

TABLE 101            ASIA PACIFIC: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR HEALTHCARE,  BY COUNTRY, 2021–2024 (USD MILLION)       153

TABLE 102            ASIA PACIFIC: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR HEALTHCARE,  BY COUNTRY, 2025–2032 (USD MILLION)       153

TABLE 103            REST OF THE WORLD: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR HEALTHCARE, BY REGION, 2021–2024 (USD MILLION)          154

TABLE 104            REST OF THE WORLD: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR HEALTHCARE, BY REGION, 2025–2032 (USD MILLION)          154

TABLE 105            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR FOOD & BEVERAGES,

BY FLEET TYPE, 2021–2024 (USD MILLION)           155

TABLE 106            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR FOOD & BEVERAGES,

BY FLEET TYPE, 2025–2032 (USD MILLION)           155

TABLE 107            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR FOOD & BEVERAGES,  BY REGION, 2021–2024 (USD MILLION) 155

TABLE 108            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR FOOD & BEVERAGES,  BY REGION, 2025–2032 (USD MILLION) 155

TABLE 109            NORTH AMERICA: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR FOOD & BEVERAGES, BY COUNTRY, 2021–2024 (USD MILLION)               156

TABLE 110            NORTH AMERICA: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR FOOD & BEVERAGES, BY COUNTRY, 2025–2032 (USD MILLION)               156

TABLE 111            EUROPE: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR FOOD & BEVERAGES, BY COUNTRY, 2021–2024 (USD MILLION)            156

TABLE 112            EUROPE: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR FOOD & BEVERAGES, BY COUNTRY, 2025–2032 (USD MILLION)            157

TABLE 113            ASIA PACIFIC: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR FOOD & BEVERAGES, BY COUNTRY, 2021–2024 (USD MILLION)            157

TABLE 114            ASIA PACIFIC: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR FOOD & BEVERAGES, BY COUNTRY, 2025–2032 (USD MILLION)            157

TABLE 115            REST OF THE WORLD: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR FOOD & BEVERAGES, BY REGION, 2021–2024 (USD MILLION)   158

TABLE 116            REST OF THE WORLD: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR FOOD & BEVERAGES, BY REGION, 2025–2032 (USD MILLION)   158

TABLE 117            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR CHEMICALS, BY FLEET TYPE,  2021–2024 (USD MILLION)            159

TABLE 118            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR CHEMICALS, BY FLEET TYPE,  2025–2032 (USD MILLION)            159

TABLE 119            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR CHEMICALS, BY REGION,  2021–2024 (USD MILLION)            159

TABLE 120            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR CHEMICALS, BY REGION,  2025–2032 (USD MILLION)            160

TABLE 121            NORTH AMERICA: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR CHEMICALS, BY COUNTRY, 2021–2024 (USD MILLION)     160

TABLE 122            NORTH AMERICA: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR CHEMICALS, BY COUNTRY, 2025–2032 (USD MILLION)     160

TABLE 123            EUROPE: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR CHEMICALS,  BY COUNTRY, 2021–2024 (USD MILLION)       160

TABLE 124            EUROPE: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR CHEMICALS,  BY COUNTRY, 2025–2032 (USD MILLION)       161

TABLE 125            ASIA PACIFIC: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR CHEMICALS,  BY COUNTRY, 2021–2024 (USD MILLION)       161

TABLE 126            ASIA PACIFIC: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR CHEMICALS,  BY COUNTRY, 2025–2032 (USD MILLION)       161

TABLE 127            REST OF THE WORLD: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR CHEMICALS, BY REGION, 2021–2024 (USD MILLION)          162

TABLE 128            REST OF THE WORLD: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR CHEMICALS, BY REGION, 2025–2032 (USD MILLION)          162

TABLE 129            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR E-COMMERCE & RETAIL, BY FLEET TYPE, 2021–2024 (USD MILLION)       163

TABLE 130            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR E-COMMERCE & RETAIL,  BY FLEET TYPE, 2025–2032 (USD MILLION)       163

TABLE 131            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR E-COMMERCE & RETAIL,  BY REGION, 2021–2024 (USD MILLION) 163

TABLE 132            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR E-COMMERCE & RETAIL,  BY REGION, 2025–2032 (USD MILLION) 164

TABLE 133            NORTH AMERICA: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR E-COMMERCE & RETAIL, BY COUNTRY, 2021–2024 (USD MILLION)              164

TABLE 134            NORTH AMERICA: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR E-COMMERCE & RETAIL, BY COUNTRY, 2025–2032 (USD MILLION)              164

TABLE 135            EUROPE: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR E-COMMERCE & RETAIL, BY COUNTRY, 2021–2024 (USD MILLION)     164

TABLE 136            EUROPE: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR E-COMMERCE & RETAIL, BY COUNTRY, 2025–2032 (USD MILLION)     165

TABLE 137            ASIA PACIFIC: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR E-COMMERCE & RETAIL, BY COUNTRY, 2021–2024 (USD MILLION)     165

TABLE 138            ASIA PACIFIC: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR E-COMMERCE & RETAIL, BY COUNTRY, 2025–2032 (USD MILLION)     165

TABLE 139            REST OF THE WORLD: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR E-COMMERCE & RETAIL, BY REGION, 2021–2024 (USD MILLION)  166

TABLE 140            REST OF THE WORLD: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR E-COMMERCE & RETAIL, BY REGION, 2025–2032 (USD MILLION)  166

TABLE 141            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR LOGISTICS/3PL,

BY FLEET TYPE, 2021–2024 (USD MILLION)           167

TABLE 142            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR LOGISTICS/3PL,

BY FLEET TYPE, 2025–2032 (USD MILLION)           167

TABLE 143            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR LOGISTICS/3PL,

BY REGION, 2021–2024 (USD MILLION)   167

TABLE 144            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR LOGISTICS/3PL,

BY REGION, 2025–2032 (USD MILLION)   168

TABLE 145            NORTH AMERICA: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR LOGISTICS/3PL, BY COUNTRY, 2021–2024 (USD MILLION)     168

TABLE 146            NORTH AMERICA: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR LOGISTICS/3PL, BY COUNTRY, 2025–2032 (USD MILLION)     168

TABLE 147            EUROPE: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR LOGISTICS/3PL,  BY COUNTRY, 2021–2024 (USD MILLION)       168

TABLE 148            EUROPE: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR LOGISTICS/3PL,  BY COUNTRY, 2025–2032 (USD MILLION)       169

TABLE 149            ASIA PACIFIC: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR LOGISTICS/3PL,  BY COUNTRY, 2021–2024 (USD MILLION)       169

TABLE 150            ASIA PACIFIC: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR LOGISTICS/3PL,  BY COUNTRY, 2025–2032 (USD MILLION)       169

TABLE 151            REST OF THE WORLD: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR LOGISTICS/3PL, BY REGION, 2021–2024 (USD MILLION)          170

TABLE 152            REST OF THE WORLD: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR LOGISTICS/3PL, BY REGION, 2025–2032 (USD MILLION)          170

TABLE 153            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR OTHER INDUSTRIES,

BY FLEET TYPE, 2021–2024 (USD MILLION)           171

TABLE 154            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR OTHER INDUSTRIES,

BY FLEET TYPE, 2025–2032 (USD MILLION)           171

TABLE 155            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR OTHER INDUSTRIES,

BY REGION, 2021–2024 (USD MILLION)   171

TABLE 156            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR OTHER INDUSTRIES,

BY REGION, 2025–2032 (USD MILLION)   171

TABLE 157            NORTH AMERICA: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR OTHER INDUSTRIES, BY COUNTRY, 2021–2024 (USD MILLION)               172

TABLE 158            NORTH AMERICA: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR OTHER INDUSTRIES, BY COUNTRY, 2025–2032 (USD MILLION)               172

TABLE 159            EUROPE: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR OTHER INDUSTRIES, BY COUNTRY, 2021–2024 (USD MILLION)            172

TABLE 160            EUROPE: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR OTHER INDUSTRIES, BY COUNTRY, 2025–2032 (USD MILLION)            173

TABLE 161            ASIA PACIFIC: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR OTHER INDUSTRIES, BY COUNTRY, 2021–2024 (USD MILLION)            173

TABLE 162            ASIA PACIFIC: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR OTHER INDUSTRIES, BY COUNTRY, 2025–2032 (USD MILLION)            173

TABLE 163            REST OF THE WORLD: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR OTHER INDUSTRIES, BY REGION, 2021–2024 (USD MILLION)   174

TABLE 164            REST OF THE WORLD: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET FOR OTHER INDUSTRIES, BY REGION, 2025–2032 (USD MILLION)   174

TABLE 165            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET, BY REGION,

2021–2024 (USD MILLION)            178

TABLE 166            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET, BY REGION,

2025–2032 (USD MILLION)            178

TABLE 167            NORTH AMERICA: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET,

BY COUNTRY, 2021–2024 (USD MILLION)               179

TABLE 168            NORTH AMERICA: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET,

BY COUNTRY, 2025–2032 (USD MILLION)               179

TABLE 169            NORTH AMERICA: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET,

BY OFFERING, 2021–2024 (USD MILLION)               180

TABLE 170            NORTH AMERICA: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET,

BY OFFERING, 2025–2032 (USD MILLION)               180

TABLE 171            NORTH AMERICA: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET,

BY INDUSTRY, 2021–2024 (USD MILLION)              180

TABLE 172            NORTH AMERICA: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET,

BY INDUSTRY, 2025–2032 (USD MILLION)              181

TABLE 173            EUROPE: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET, BY COUNTRY,  2021–2024 (USD MILLION)                 184

TABLE 174            EUROPE: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET, BY COUNTRY,  2025–2032 (USD MILLION)                 184

TABLE 175            EUROPE: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET, BY OFFERING,  2021–2024 (USD MILLION)                 184

TABLE 176            EUROPE: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET, BY OFFERING,  2025–2032 (USD MILLION)                 184

TABLE 177            EUROPE: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET, BY INDUSTRY,  2021–2024 (USD MILLION)                 185

TABLE 178            EUROPE: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET, BY INDUSTRY,  2025–2032 (USD MILLION)                 185

TABLE 179            ASIA PACIFIC: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET, BY COUNTRY,  2021–2024 (USD MILLION)                 189

TABLE 180            ASIA PACIFIC: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET, BY COUNTRY,  2025–2032 (USD MILLION)                 190

TABLE 181            ASIA PACIFIC: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET, BY OFFERING,  2021–2024 (USD MILLION)                 190

TABLE 182            ASIA PACIFIC: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET, BY OFFERING, 2025–2032 (USD MILLION)                 190

TABLE 183            ASIA PACIFIC: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET, BY INDUSTRY,  2021–2024 (USD MILLION)                 191

TABLE 184            ASIA PACIFIC: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET, BY INDUSTRY, 2025–2032 (USD MILLION)                 191

TABLE 185            REST OF THE WORLD: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET,

BY REGION, 2021–2024 (USD MILLION)   196

TABLE 186            REST OF THE WORLD: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET,

BY REGION, 2025–2032 (USD MILLION)   196

TABLE 187            REST OF THE WORLD: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET,

BY OFFERING, 2021–2024 (USD MILLION)               196

TABLE 188            REST OF THE WORLD: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET,

BY OFFERING, 2025–2032 (USD MILLION)               196

TABLE 189            REST OF THE WORLD: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET,

BY INDUSTRY, 2021–2024 (USD MILLION)              197

TABLE 190            REST OF THE WORLD: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET,

BY INDUSTRY, 2025–2032 (USD MILLION)              197

TABLE 191            MIDDLE EAST: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET, BY COUNTRY,  2021–2024 (USD MILLION)                 198

TABLE 192            MIDDLE EAST: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET, BY COUNTRY,  2025–2032 (USD MILLION)                 198

TABLE 193            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET: OVERVIEW OF STRATEGIES ADOPTED BY KEY PLAYERS, 2021–2024         201

TABLE 194            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET: DEGREE OF

COMPETITION, 2024       204

TABLE 195            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET: REGION FOOTPRINT 212

TABLE 196            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET: FLEET TYPE FOOTPRINT         213

TABLE 197            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET: PLATFORM TYPE FOOTPRINT               214

TABLE 198            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET: INDUSTRY TYPE FOOTPRINT 215

TABLE 199            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET: LIST OF KEY STARTUPS/SMES                217

TABLE 200            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET: PRODUCT LAUNCHES,

JUNE 2022 TO OCTOBER 2025      218

TABLE 201            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET: DEALS,

JUNE 2022 TO OCTOBER 2025      218

TABLE 202            KUKA SE & CO. KGAA: COMPANY OVERVIEW                 220

TABLE 203            KUKA SE & CO. KGAA: PRODUCTS/SOLUTIONS/SERVICES OFFERED    221

TABLE 204            ABB: COMPANY OVERVIEW         223

TABLE 205            ABB: PRODUCTS/SOLUTIONS/SERVICES OFFERED             224

TABLE 206            OMRON CORPORATION: COMPANY OVERVIEW                 226

TABLE 207            OMRON CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED    227

TABLE 208            GEEKPLUS TECHNOLOGY CO., LTD.: COMPANY OVERVIEW          229

TABLE 209            GEEKPLUS TECHNOLOGY CO., LTD.: PRODUCTS/SOLUTIONS/SERVICES OFFERED    229

TABLE 210            ADDVERB TECHNOLOGIES LIMITED: COMPANY OVERVIEW   231

TABLE 211            ADDVERB TECHNOLOGIES LIMITED: PRODUCTS/SOLUTIONS/SERVICES OFFERED    231

TABLE 212            ADDVERB TECHNOLOGIES LIMITED: DEALS                 232

TABLE 213            SIEMENS: COMPANY OVERVIEW               233

TABLE 214            SIEMENS: PRODUCTS/SOLUTIONS/SERVICES OFFERED             234

TABLE 215            FIVES: COMPANY OVERVIEW     235

TABLE 216            FIVES: PRODUCTS/SOLUTIONS/SERVICES OFFERED             236

TABLE 217            GREYORANGE: COMPANY OVERVIEW    237

TABLE 218            GREYORANGE: PRODUCTS/SOLUTIONS/SERVICES OFFERED    237

TABLE 219            GREYORANGE: DEALS   238

TABLE 220            OCADO GROUP PLC.: COMPANY OVERVIEW                 239

TABLE 221            OCADO GROUP PLC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED    240

TABLE 222            KNAPP AG: COMPANY OVERVIEW            241

TABLE 223            KNAPP AG: PRODUCTS/SOLUTIONS/SERVICES OFFERED             241

TABLE 224            MITSUBISHI LOGISNEXT CO., LTD.: COMPANY OVERVIEW          242

TABLE 225            MITSUBISHI LOGISNEXT CO., LTD: PRODUCTS/SOLUTIONS/SERVICES OFFERED    243

TABLE 226            OTTO BY ROCKWELL AUTOMATION: COMPANY OVERVIEW   244

TABLE 227            OTTO BY ROCKWELL AUTOMATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED    244

TABLE 228            OTTO BY ROCKWELL AUTOMATION: PRODUCT ENHANCEMENTS             245

TABLE 229            OTTO BY ROCKWELL AUTOMATION: DEALS                 245

TABLE 230            MOBILE INDUSTRIAL ROBOTS: COMPANY OVERVIEW          246

TABLE 231            MOBILE INDUSTRIAL ROBOTS: PRODUCTS/SOLUTIONS/SERVICES OFFERED    246

TABLE 232            MOBILE INDUSTRIAL ROBOTS: PRODUCT LAUNCHES          247

TABLE 233            MOBILE INDUSTRIAL ROBOTS: DEALS  247

TABLE 234            LOCUS ROBOTICS: COMPANY OVERVIEW                 248

TABLE 235            LOCUS ROBOTICS: PRODUCTS/SOLUTIONS/SERVICES OFFERED    248

TABLE 236            LOCUS ROBOTICS: PRODUCT LAUNCHES                 249

TABLE 237            LOCUS ROBOTICS: DEALS            249

TABLE 238            SYMBOTIC INC.: COMPANY OVERVIEW 250

TABLE 239            SYMBOTIC INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED    251

TABLE 240            SYMBOTIC INC.: DEALS 252

TABLE 241            SYNAOS: COMPANY OVERVIEW 253

TABLE 242            SYNAOS: PRODUCTS/SOLUTIONS/SERVICES OFFERED             253

TABLE 243            SYNAOS: DEALS                254

TABLE 244            LIST OF MAJOR SECONDARY SOURCES 269

TABLE 245            PRIMARY INTERVIEWS WITH EXPERTS  270

TABLE 246            KEY DATA FROM PRIMARY SOURCES     270

TABLE 247            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET: RISK ASSESSMENT       276

LIST OF FIGURES

FIGURE 1              MARKET SEGMENTATION & REGIONS COVERED            31

FIGURE 2              MARKET SCENARIO        35

FIGURE 3              GLOBAL AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET, 2021–2032 35

FIGURE 4              MAJOR STRATEGIES ADOPTED BY KEY PLAYERS IN AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET, 2021–2025        36

FIGURE 5              DISRUPTIONS INFLUENCING GROWTH OF AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET   37

FIGURE 6              HIGH-GROWTH SEGMENTS IN AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET, 2025–2030 38

FIGURE 7              ASIA PACIFIC TO REGISTER HIGHEST CAGR IN AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET, IN TERMS OF VALUE, DURING FORECAST PERIOD 39

FIGURE 8              ASIA PACIFIC LEADS GLOBAL GROWTH WITH EXPANDING ROBOTIC AUTOMATION ADOPTION           40

FIGURE 9              SMALL & MEDIUM ENTERPRISES (SMES) TO EXHIBIT HIGHEST GROWTH RATE           40

FIGURE 10            INTRALOGISTICS & MATERIAL TRANSPORT MANAGEMENT TO ACCOUNT FOR LARGEST MARKET SHARE IN 2032        41

FIGURE 11            AUTONOMOUS MOBILE ROBOTS (AMRS) TO ACCOUNT FOR LARGEST MARKET SHARE IN 2032             41

FIGURE 12            SINGLE-VENDOR FLEET PLATFORMS TO ACCOUNT FOR LARGEST MARKET SHARE IN 2032             42

FIGURE 13            SOFTWARE SEGMENT TO EXHIBIT HIGHEST GROWTH RATE 42

FIGURE 14            E-COMMERCE & RETAIL TO HOLD THE LARGEST SHARE DURING THE FORECAST PERIOD          43

FIGURE 15            SOFTWARE SEGMENT AND INDIA TO HOLD LARGEST SHARES OF ASIA PACIFIC MARKET IN 2032        43

FIGURE 16            INDIA TO RECORD HIGHEST CAGR IN GLOBAL MARKET DURING FORECAST PERIOD    44

FIGURE 17            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES    46

FIGURE 18            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET: IMPACT ANALYSIS OF DRIVERS             48

FIGURE 19            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET: IMPACT ANALYSIS OF RESTRAINTS     49

FIGURE 20            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET: IMPACT ANALYSIS OF OPPORTUNITIES            51

FIGURE 21            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET: IMPACT ANALYSIS OF CHALLENGES   52

FIGURE 22            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET: PORTER’S FIVE FORCES ANALYSIS       54

FIGURE 23            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET: VALUE CHAIN ANALYSIS           59

FIGURE 24            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET: ECOSYSTEM ANALYSIS              60

FIGURE 25            AVERAGE SELLING PRICE OF AMR/AGV FLEET MANAGEMENT SOFTWARE,

BY TYPE, 2021–2024 (USD)            62

FIGURE 26            AVERAGE SELLING PRICE OF AMR/AGV FLEET MANAGEMENT SOFTWARE,

BY REGION, 2021–2024 (USD)      63

FIGURE 27            INVESTMENT AND FUNDING SCENARIO, 2021–2024        64

FIGURE 28            IMPORT DATA FOR HS CODE 842710-COMPLIANT PRODUCTS FOR TOP FIVE COUNTRIES, 2020–2024 (USD MILLION) 64

FIGURE 29            EXPORT DATA FOR HS CODE 842710-COMPLIANT PRODUCTS FOR TOP FIVE COUNTRIES, 2020–2024 (USD MILLION) 65

FIGURE 30            TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSES           67

FIGURE 31            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET: PATENT ANALYSIS,

2015–2024              78

FIGURE 32            AMR/AGV FLEET MANAGEMENT SOFTWARE DECISION-MAKING FACTORS    89

FIGURE 33            INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE INDUSTRIES 90

FIGURE 34            KEY BUYING CRITERIA FOR TOP THREE INDUSTRIES       90

FIGURE 35            AMR/AGV FLEET MANAGEMENT SOFTWARE: ADOPTION BARRIERS & INTERNAL CHALLENGES             92

FIGURE 36            FUNCTIONS OF AMR/AGV FLEET MANAGEMENT PLATFORMS       100

FIGURE 37            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET, BY OFFERING 105

FIGURE 38            SOFTWARE TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD       105

FIGURE 39            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET, BY PLATFORM TYPE   114

FIGURE 40            MULTI-VENDOR FLEET PLATFORM TO GROW AT HIGHEST CAGR FROM

2025–2032              114

FIGURE 41            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET, BY FLEET TYPE             118

FIGURE 42            AUTONOMOUS MOBILE ROBOTS TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD      118

FIGURE 43            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET, BY APPLICATION         128

FIGURE 44            ORDER FULFILLMENT & PICKING OPERATIONS TO GROW AT HIGHEST CAGR

TILL 2032              129

FIGURE 45            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET, BY ORGANIZATION SIZE           134

FIGURE 46            LARGE ENTERPRISES TO DOMINATE MARKET DURING FORECAST PERIOD       134

FIGURE 47            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET, BY INDUSTRY                 137

FIGURE 48            E-COMMERCE & RETAIL TO DOMINATE MARKET DURING FORECAST PERIOD    137

FIGURE 49            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET, BY REGION     176

FIGURE 50            INDIA TO EXHIBIT HIGHEST CAGR IN GLOBAL MARKET DURING FORECAST PERIOD    177

FIGURE 51            ASIA PACIFIC TO HOLD LARGEST MARKET SHARE IN 2032   177

FIGURE 52            NORTH AMERICA: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET SNAPSHOT               179

FIGURE 53            EUROPE: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET SNAPSHOT               183

FIGURE 54            ASIA PACIFIC: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET SNAPSHOT               189

FIGURE 55            REST OF THE WORLD: AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET SNAPSHOT               195

FIGURE 56            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET: REVENUE ANALYSIS OF KEY PLAYERS, 2020–2024                 204

FIGURE 57            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET SHARE ANALYSIS, 2024                 205

FIGURE 58            COMPANY VALUATION (USD MILLION)                 207

FIGURE 59            FINANCIAL METRICS (EV/EBITDA)          207

FIGURE 60            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET: BRAND/PRODUCT COMPARISON         208

FIGURE 61            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET: COMPANY EVALUATION  MATRIX (KEY PLAYERS), 2024        210

FIGURE 62            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET: COMPANY FOOTPRINT             211

FIGURE 63            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET: COMPANY EVALUATION MATRIX (STARTUPS/SMES), 2024        217

FIGURE 64            KUKA SE & CO. KGAA: COMPANY SNAPSHOT                 221

FIGURE 65            ABB: COMPANY SNAPSHOT        224

FIGURE 66            OMRON CORPORATION: COMPANY SNAPSHOT                 227

FIGURE 67            SIEMENS: COMPANY SNAPSHOT               234

FIGURE 68            FIVES: COMPANY SNAPSHOT     236

FIGURE 69            OCADO GROUP PLC.: COMPANY SNAPSHOT                 240

FIGURE 70            MITSUBISHI LOGISNEXT CO., LTD: COMPANY SNAPSHOT          243

FIGURE 71            SYMBOTIC INC.: COMPANY SNAPSHOT 251

FIGURE 72            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET: RESEARCH DESIGN     267

FIGURE 73            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET: RESEARCH APPROACH               268

FIGURE 74            KEY DATA FROM SECONDARY SOURCES                 269

FIGURE 75            KEY INSIGHTS FROM INDUSTRY EXPERTS                 271

FIGURE 76            BREAKDOWN OF PRIMARIES, BY COMPANY TYPE, DESIGNATION, AND REGION        271

FIGURE 77            MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH                272

FIGURE 78            MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH              272

FIGURE 79            MARKET SIZE ESTIMATION METHODOLOGY: SUPPLY-SIDE ANALYSIS                 273

FIGURE 80            AMR/AGV FLEET MANAGEMENT SOFTWARE MARKET: DATA TRIANGULATION            274

FIGURE 81            ASSUMPTIONS  275

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